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Job Description
- Lead the design, development, and deployment of ML models to map 15+ road and lane attributes (such as surface type, lane count, medians) from Google’s extensive signal corpus (imagery, driving telemetry, vehicle sensor observations, location data, waze, etc.).
- Drive model development, data curation, evaluation, and prototype novel concepts for vision learning, fusing signals from multiple sensors/sources.
- Stay current with the latest advancements in ML research and translate them into practical solutions for real-world business problems. Evaluate, adapt, and deploy the latest in vision transformers and GenAI to solve problems without textbook answers.
- Collaborate closely with other Engineers, Product Managers, Analysts, and Operations teams to define requirements, integrate ML solutions, and drive impact on map data quality.
- Provide technical leadership and mentorship to junior engineers on the team.